enraged - Story 43275 | Emotion Vectors in Gemma4-31B

The silence in the elevator was deafening. She clutched the manila folder containing the reassignment documents, the paper crinkling in her grasp. *Transferred to the Mailroom.* The words swam before her eyes. The elevator doors opened, and she practically lunged out, her heels clicking aggressively against the tile. She needed air, space, something to puncture this suffocating feeling. The building's lobby felt too bright, too cheerful. She wanted to shove someone, to just… break something.

Emotion: enraged

Cluster: Anger / Hostility

PC1 (Valence): -2.14 Negative

PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:

`C`	0.555
`est`	0.370
`aggravated`	0.362
`骂`	0.359
`🤬`	0.345

Suppressed:

`a`	-0.468
`de`	-0.358
`la`	-0.312
`latter`	-0.287
`☺️`	-0.285